all_hands_combined.cascade

tracciatore di mani con webcam

0.834502 * [LeftRightSame 9,10 x 12,13,14]>=3.19739 (0.302694)
0.762609 * [FourBoxesSame (6,6,15,10),(8,7,17,11),(8,5,17,9),(8,7,17,11)]<46.8549 (0.31808)
0.711815 * [FourBoxesSame (1,7,10,18),(9,8,18,19),(9,5,18,16),(3,7,12,18)]>=-472.16 (0.329198)
0.755073 * [FourBoxesSame (13,10,21,12),(3,11,11,13),(3,10,11,12),(15,12,23,14)]>=118.549 (0.319717)
0.676925 * [FourBoxesSame (6,12,20,22),(6,13,20,23),(6,11,20,21),(8,13,22,23)]<-921.008 (0.336948)
0.798993 * [FourBoxesSame (7,16,12,18),(10,17,15,19),(10,9,15,11),(9,11,14,13)]>=-534.364 (0.310241)
0.769048 * [FourBoxesSame (3,20,6,22),(2,21,5,23),(2,16,5,18),(5,18,8,20)]>=238.712 (0.316685)
0.741341 * [FourBoxesSame (11,13,15,15),(11,14,15,16),(11,15,15,17),(13,17,17,19)]>=-30.7956 (0.322711)
0.788797 * [FourBoxesSame (12,20,15,22),(6,21,9,23),(6,18,9,20),(14,20,17,22)]<-236.883 (0.312427)
0.724655 * [LeftRightSame 22,24 x 2,6,10]<19.9047 (0.326369)
0.759283 * [FourBoxesSame (10,6,12,9),(0,7,2,10),(0,5,2,8),(12,7,14,10)]<-229.276 (0.318802)
0.724158 * [FourBoxesSame (2,2,13,11),(9,3,20,12),(9,2,20,11),(4,4,15,13)]>=-745.791 (0.326478)
0.683278 * [FourBoxesSame (1,15,8,17),(3,16,10,18),(3,12,10,14),(3,14,10,16)]>=596.65 (0.33553)
0.733037 * [LeftRightSame 17,18 x 15,16,17]<0.658995 (0.324529)
0.734144 * [UpDownSame 19,20,21 x 7,8]<-1.90205 (0.324286)
0.670031 * [LeftRightSame 23,24 x 11,16,21]<-6.21803 (0.33849)
STRONG classifier 11 (fpr:0.0992593, dr:0.759615):
40 weak classifiers, threshold 0.483185:
1.16566 * [FourBoxesSame (10,0,14,7),(9,1,13,8),(9,0,13,7),(12,2,16,9)]>=301.179 (0.23764)
1.18978 * [FourBoxesSame (6,15,18,18),(7,16,19,19),(7,14,19,17),(8,16,20,19)]>=-227.875 (0.233299)
0.755758 * [UpDownSame 5,10,15 x 14,22]<-210.077 (0.319568)
0.782256 * [LeftRightSame 17,20 x 4,10,16]>=-94.6461 (0.313834)
0.776738 * [LeftRightSame 3,7 x 9,10,11]>=7.46662 (0.315023)
0.703327 * [FourBoxesSame (6,6,14,8),(7,7,15,9),(7,5,15,7),(8,7,16,9)]<83.6849 (0.331075)
0.680324 * [FourBoxesSame (8,1,10,3),(9,3,11,5),(9,1,11,3),(10,3,12,5)]<-109.128 (0.336189)
0.696884 * [LeftRightSame 0,21 x 6,14,22]>=-473.897 (0.332504)
0.718919 * [FourBoxesSame (12,8,16,10),(11,9,15,11),(11,8,15,10),(14,10,18,12)]<-141.486 (0.327631)
0.634115 * [UpDownSame 2,3,4 x 9,11]>=0.290533 (0.346578)
0.651406 * [LeftRightSame 3,7 x 10,11,12]>=10.5518 (0.342673)
0.698507 * [LeftRightSame 14,22 x 4,7,10]>=-62.3524 (0.332143)
0.692348 * [FourBoxesSame (8,20,10,22),(9,22,11,24),(9,19,11,21),(10,21,12,23)]<-103.812 (0.333511)
0.628644 * [FourBoxesSame (14,17,16,19),(5,19,7,21),(5,17,7,19),(16,19,18,21)]>=58.0745 (0.347818)
0.674665 * [FourBoxesSame (2,15,14,18),(9,16,21,19),(9,13,21,16),(4,15,16,18)]>=-729.163 (0.337453)
0.71656 * [UpDownSame 15,16,17 x 4,5]>=2.84213 (0.328151)
0.668169 * [FourBoxesSame (1,10,8,18),(2,11,9,19),(2,8,9,16),(3,10,10,18)]>=138.387 (0.338907)
0.718678 * [LeftRightSame 11,22 x 4,6,8]<18.5867 (0.327684)
0.689978 * [UpDownSame 10,11,12 x 16,22]>=6.23269 (0.334038)
0.667888 * [FourBoxesSame (13,13,16,15),(7,14,10,16),(7,14,10,16),(15,16,18,18)]>=-46.8715 (0.33897)
0.721999 * [FourBoxesSame (10,9,16,11),(14,10,20,12),(14,8,20,10),(12,10,18,12)]>=148.311 (0.326953)
0.61878 * [FourBoxesSame (13,13,16,15),(9,14,12,16),(9,13,12,15),(15,15,18,17)]<-5.17573 (0.350059)
0.600676 * [FourBoxesSame (3,7,14,9),(2,8,13,10),(2,11,13,13),(5,13,16,15)]>=-719.964 (0.354189)
0.720114 * [LeftRightSame 2,5 x 10,11,12]<-3.84392 (0.327368)
0.697035 * [FourBoxesSame (9,1,11,22),(1,2,3,23),(1,-1,3,20),(11,1,13,22)]>=76.478 (0.33247)
0.688342 * [FourBoxesSame (13,13,17,17),(10,14,14,18),(10,13,14,17),(15,15,19,19)]>=-171.104 (0.334402)
0.808919 * [FourBoxesSame (4,13,15,17),(11,14,22,18),(11,13,22,17),(6,15,17,19)]<-737.646 (0.308121)
0.706083 * [FourBoxesSame (19,16,21,19),(5,17,7,20),(5,15,7,18),(21,17,23,20)]<-110.098 (0.330465)
0.695098 * [FourBoxesSame (14,14,16,17),(11,15,13,18),(11,14,13,17),(16,16,18,19)]<43.6931 (0.3329)
0.657991 * [FourBoxesSame (18,5,21,18),(2,6,5,19),(2,3,5,16),(20,5,23,18)]>=-33.2901 (0.341191)
0.68153 * [FourBoxesSame (15,4,17,14),(0,5,2,15),(0,7,2,17),(17,9,19,19)]>=434.131 (0.33592)
0.619549 * [FourBoxesSame (6,2,15,13),(12,3,21,14),(12,1,21,12),(8,3,17,14)]>=-288.552 (0.349884)
0.645807 * [UpDownSame 11,12,13 x 21,22]>=0.470578 (0.343935)
0.61279 * [FourBoxesSame (12,16,21,19),(8,17,17,20),(8,17,17,20),(14,19,23,22)]>=-79.924 (0.351423)
0.640962 * [FourBoxesSame (17,16,19,19),(15,17,17,20),(15,16,17,19),(19,18,21,21)]<0.194554 (0.345029)
0.630982 * [FourBoxesSame (12,14,18,16),(8,15,14,17),(8,19,14,21),(14,21,20,23)]<21.1965 (0.347288)
0.660733 * [UpDownSame 17,18,19 x 9,10]>=2.11543 (0.340575)
0.673082 * [FourBoxesSame (16,7,19,22),(5,8,8,23),(5,5,8,20),(18,7,21,22)]>=-719.762 (0.337807)
0.662684 * [FourBoxesSame (8,0,11,8),(8,1,11,9),(8,-1,11,7),(10,1,13,9)]>=504.886 (0.340137)
0.645315 * [FourBoxesSame (4,1,11,4),(10,2,17,5),(10,-1,17,2),(6,1,13,4)]<228.472 (0.344046)
STRONG classifier 12 (fpr:0.0972887, dr:0.701923):
37 weak classifiers, threshold 0.484924:
0.948896 * [LeftRightSame 9,23 x -1,9,19]<-712.438 (0.279107)
0.858987 * [FourBoxesSame (10,4,13,13),(9,5,12,14),(9,8,12,17),(12,10,15,19)]>=-1172.22 (0.297551)
0.724099 * [FourBoxesSame (14,7,18,16),(16,8,20,17),(16,5,20,14),(16,7,20,16)]>=545.038 (0.326491)
0.657271 * [FourBoxesSame (14,14,18,20),(5,15,9,21),(5,14,9,20),(16,16,20,22)]<108.589 (0.341353)
0.66321 * [FourBoxesSame (10,13,12,18),(9,14,11,19),(9,13,11,18),(12,15,14,20)]>=270.521 (0.340019)
0.606158 * [LeftRightSame 13,22 x 14,15,16]<1.40926 (0.352936)
0.595718 * [FourBoxesSame (8,8,10,17),(7,9,9,18),(7,7,9,16),(10,9,12,18)]<-695.592 (0.355324)
0.687641 * [FourBoxesSame (8,4,12,7),(7,5,11,8),(7,7,11,10),(10,9,14,12)]>=-423.912 (0.334558)
0.698581 * [UpDownSame 19,21,23 x 7,10]<-18.5067 (0.332127)
0.624428 * [FourBoxesSame (18,15,20,18),(13,16,15,19),(13,16,15,19),(20,18,22,21)]>=-75.8466 (0.348775)
0.637566 * [FourBoxesSame (6,16,9,18),(3,17,6,19),(3,15,6,17),(8,17,11,19)]<-177.905 (0.345797)
0.599601 * [FourBoxesSame (13,5,19,13),(14,6,20,14),(14,4,20,12),(15,6,21,14)]>=129.205 (0.354435)
0.598238 * [FourBoxesSame (5,8,7,20),(6,9,8,21),(6,8,8,20),(7,10,9,22)]>=-268.07 (0.354747)
0.648986 * [FourBoxesSame (11,1,16,3),(9,2,14,4),(9,1,14,3),(13,3,18,5)]<-80.8862 (0.343218)
0.565378 * [FourBoxesSame (2,13,7,20),(2,14,7,21),(2,14,7,21),(4,16,9,23)]<343.214 (0.362304)
0.619765 * [FourBoxesSame (6,20,13,22),(8,21,15,23),(8,19,15,21),(8,21,15,23)]<-306.616 (0.349835)
0.602299 * [FourBoxesSame (11,6,13,16),(0,7,2,17),(0,8,2,18),(13,10,15,20)]>=-373.856 (0.353818)
0.638003 * [LeftRightSame 14,18 x 10,11,12]>=4.7661 (0.345698)
0.616289 * [FourBoxesSame (9,12,18,18),(9,13,18,19),(9,11,18,17),(11,13,20,19)]<-135.992 (0.350626)
0.621132 * [FourBoxesSame (18,11,21,21),(9,12,12,22),(9,7,12,17),(20,9,23,19)]>=-264.054 (0.349524)
0.631295 * [UpDownSame 20,22,24 x -1,20]<-18.8732 (0.347217)
0.609497 * [FourBoxesSame (8,12,12,21),(6,13,10,22),(6,8,10,17),(10,10,14,19)]<532.024 (0.352174)
0.715245 * [FourBoxesSame (10,5,13,11),(11,6,14,12),(11,3,14,9),(12,5,15,11)]>=587.328 (0.328441)
0.599055 * [FourBoxesSame (9,16,12,19),(11,17,14,20),(11,13,14,16),(11,15,14,18)]>=-362.811 (0.35456)
0.729334 * [FourBoxesSame (10,6,12,12),(11,7,13,13),(11,3,13,9),(12,5,14,11)]<-901.126 (0.325341)
0.638516 * [FourBoxesSame (14,13,18,15),(16,14,20,16),(16,13,20,15),(16,15,20,17)]>=-53.9911 (0.345582)
0.605248 * [LeftRightSame 2,8 x 8,10,12]>=55.2573 (0.353144)
0.635241 * [LeftRightSame 18,19 x 7,15,23]<37.0879 (0.346323)
0.627899 * [FourBoxesSame (0,20,13,22),(5,21,18,23),(5,18,18,20),(2,20,15,22)]<-646.971 (0.347987)
0.618195 * [FourBoxesSame (9,10,11,22),(6,11,8,23),(6,8,8,20),(11,10,13,22)]>=224.312 (0.350192)
0.564344 * [UpDownSame 15,16,17 x 18,20]<0.929467 (0.362543)
0.578178 * [FourBoxesSame (7,8,21,16),(6,9,20,17),(6,7,20,15),(9,9,23,17)]<-250.196 (0.359352)
0.675269 * [FourBoxesSame (14,4,19,15),(14,5,19,16),(14,3,19,14),(16,5,21,16)]>=197.395 (0.337318)
0.698166 * [FourBoxesSame (3,13,8,20),(1,14,6,21),(1,13,6,20),(5,15,10,22)]>=-516.907 (0.332219)
0.729037 * [FourBoxesSame (3,16,8,18),(7,17,12,19),(7,13,12,15),(5,15,10,17)]<-605.938 (0.325406)
0.661356 * [FourBoxesSame (2,16,9,20),(6,17,13,21),(6,7,13,11),(4,9,11,13)]>=-12.4023 (0.340435)
0.624041 * [FourBoxesSame (13,6,19,16),(6,7,12,17),(6,4,12,14),(15,6,21,16)]<-135.067 (0.348863)
STRONG classifier 13 (fpr:0.0988836, dr:0.644231):
39 weak classifiers, threshold 0.515839:
0.762139 * [FourBoxesSame (12,15,14,17),(7,17,9,19),(7,4,9,6),(14,6,16,8)]>=185.585 (0.318182)
0.630995 * [FourBoxesSame (6,6,14,8),(12,7,20,9),(12,6,20,8),(8,8,16,10)]<268.378 (0.347285)
0.67834 * [UpDownSame 0,1,2 x 9,13]<-10.4815 (0.336632)
0.628688 * [LeftRightSame 10,14 x 5,10,15]>=63.6008 (0.347808)
0.679105 * [FourBoxesSame (6,7,13,10),(11,8,18,11),(11,7,18,10),(8,9,15,12)]>=-558.86 (0.336461)
0.633042 * [UpDownSame 18,19,20 x 8,10]>=8.28842 (0.346821)
0.631295 * [FourBoxesSame (18,18,21,20),(4,19,7,21),(4,19,7,21),(20,21,23,23)]<5.39499 (0.347217)
0.585679 * [FourBoxesSame (13,17,16,19),(8,18,11,20),(8,16,11,18),(15,18,18,20)]>=69.0812 (0.357627)
0.613374 * [FourBoxesSame (7,4,14,9),(13,5,20,10),(13,4,20,9),(9,6,16,11)]<401.25 (0.35129)
0.548188 * [UpDownSame 16,17,18 x 6,9]>=16.2594 (0.366285)
0.675497 * [FourBoxesSame (-1,1,17,6),(0,2,18,7),(0,0,18,5),(1,2,19,7)]>=-353.115 (0.337267)
0.511491 * [FourBoxesSame (12,14,14,17),(12,15,14,18),(12,15,14,18),(14,17,16,20)]>=-53.1937 (0.374844)
0.674938 * [FourBoxesSame (15,11,19,13),(17,12,21,14),(17,8,21,10),(17,10,21,12)]<-324.757 (0.337392)
0.541279 * [FourBoxesSame (9,6,13,11),(7,7,11,12),(7,8,11,13),(11,10,15,15)]<96.5813 (0.36789)
0.564439 * [FourBoxesSame (8,7,14,11),(13,8,19,12),(13,7,19,11),(10,9,16,13)]>=-228.567 (0.362521)
0.565781 * [LeftRightSame 18,19 x 6,8,10]<-3.94674 (0.362211)
0.563985 * [FourBoxesSame (9,13,11,15),(10,15,12,17),(10,13,12,15),(11,15,13,17)]<-73.718 (0.362626)
0.543245 * [FourBoxesSame (2,16,12,20),(7,17,17,21),(7,15,17,19),(4,17,14,21)]>=-357.039 (0.367433)
0.613492 * [FourBoxesSame (3,19,9,21),(5,20,11,22),(5,18,11,20),(5,20,11,22)]>=333.939 (0.351263)
0.606255 * [UpDownSame 15,16,17 x 18,23]>=-6.12523 (0.352914)
0.575795 * [LeftRightSame 2,3 x 8,9,10]>=2.22366 (0.359901)
0.538451 * [FourBoxesSame (-1,1,15,12),(0,2,16,13),(0,1,16,12),(1,3,17,14)]<-69.2006 (0.368548)
0.538554 * [LeftRightSame 7,13 x 9,11,13]>=26.2579 (0.368524)
0.565326 * [FourBoxesSame (18,2,20,22),(10,3,12,23),(10,1,12,21),(20,3,22,23)]<8.2473 (0.362316)
0.51341 * [LeftRightSame 4,14 x 18,21,24]>=-1.9595 (0.374395)
0.479827 * [FourBoxesSame (18,16,20,20),(6,17,8,21),(6,16,8,20),(20,18,22,22)]<-93.1562 (0.382293)
0.515445 * [UpDownSame 14,15,16 x 16,20]<1.11649 (0.373918)
0.522889 * [FourBoxesSame (7,12,18,22),(5,13,16,23),(5,11,16,21),(9,13,20,23)]>=525.292 (0.372177)
0.642428 * [FourBoxesSame (14,13,17,16),(11,14,14,17),(11,13,14,16),(16,15,19,18)]>=-110.358 (0.344698)
0.53699 * [FourBoxesSame (15,12,19,20),(15,13,19,21),(15,11,19,19),(17,13,21,21)]<-700.99 (0.368888)
0.536277 * [FourBoxesSame (0,6,11,16),(9,7,20,17),(9,4,20,14),(2,6,13,16)]>=-1298.25 (0.369054)
0.567556 * [UpDownSame 6,7,8 x 9,24]>=3.12031 (0.361801)
0.564262 * [FourBoxesSame (5,12,7,14),(6,14,8,16),(6,16,8,18),(7,18,9,20)]<-298.118 (0.362562)
0.538073 * [FourBoxesSame (1,8,12,19),(1,9,12,20),(1,5,12,16),(3,7,14,18)]<425.135 (0.368636)
0.550166 * [FourBoxesSame (7,6,17,22),(0,7,10,23),(0,4,10,20),(9,6,19,22)]>=1162.27 (0.365826)
0.6018 * [FourBoxesSame (6,6,14,9),(11,7,19,10),(11,6,19,9),(8,8,16,11)]<433.634 (0.353932)
0.51659 * [FourBoxesSame (14,15,19,17),(17,16,22,18),(17,16,22,18),(16,18,21,20)]<23.0212 (0.37365)
0.553813 * [LeftRightSame 1,7 x 11,12,13]>=18.3578 (0.36498)
0.516231 * [FourBoxesSame (11,11,13,13),(0,13,2,15),(0,12,2,14),(13,14,15,16)]<100.721 (0.373734)
STRONG classifier 14 (fpr:0.0988836, dr:0.564103):
41 weak classifiers, threshold 0.515259:
0.743822 * [FourBoxesSame (18,20,21,22),(10,21,13,23),(10,13,13,15),(20,15,23,17)]<-78.5673 (0.322169)
0.632879 * [FourBoxesSame (11,1,21,7),(5,2,15,8),(5,2,15,8),(13,4,23,10)]>=-238.269 (0.346858)
0.623838 * [UpDownSame 14,16,18 x 6,9]<-40.2986 (0.348909)
0.516325 * [LeftRightSame 16,17 x 12,13,14]>=-0.612558 (0.373712)
0.5148 * [UpDownSame 18,19,20 x 4,8]>=14.3638 (0.374069)
0.580168 * [FourBoxesSame (14,4,17,18),(6,5,9,19),(6,3,9,17),(16,5,19,19)]<382.942 (0.358894)
0.550084 * [FourBoxesSame (8,8,10,10),(9,10,11,12),(9,8,11,10),(10,10,12,12)]<-226.779 (0.365845)
0.521028 * [FourBoxesSame (7,18,13,21),(7,19,13,22),(7,18,13,21),(9,20,15,23)]>=-18.795 (0.372612)
0.56337 * [FourBoxesSame (10,6,14,13),(12,7,16,14),(12,2,16,9),(12,4,16,11)]<-168.778 (0.362768)
0.570303 * [UpDownSame 15,16,17 x 19,21]<1.63302 (0.361167)
0.579859 * [FourBoxesSame (7,5,21,12),(1,6,15,13),(1,5,15,12),(9,7,23,14)]<-1632.36 (0.358965)
0.574652 * [FourBoxesSame (0,14,12,21),(0,15,12,22),(0,11,12,18),(2,13,14,20)]<1742.81 (0.360164)
0.594356 * [FourBoxesSame (5,15,11,17),(10,16,16,18),(10,15,16,17),(7,17,13,19)]>=576.933 (0.355636)
0.644682 * [FourBoxesSame (17,15,19,21),(7,16,9,22),(7,15,9,21),(19,17,21,23)]>=-213.143 (0.344189)
0.491072 * [FourBoxesSame (-1,17,4,19),(1,18,6,20),(1,16,6,18),(1,18,6,20)]<-224.001 (0.379641)
0.527312 * [LeftRightSame 0,18 x 14,18,22]>=-123.042 (0.371144)
0.542251 * [UpDownSame 16,17,18 x 3,4]<-4.32393 (0.367664)
0.5143 * [FourBoxesSame (10,8,18,11),(14,9,22,12),(14,8,22,11),(12,10,